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@article{ART002199588},
author={Kyung-Shik Jang},
title={Pupil Detection using PCA and Hough Transform},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2017},
volume={22},
number={2},
pages={21-27},
doi={10.9708/jksci.2017.22.02.021}

TY - JOUR
AU - Kyung-Shik Jang
TI - Pupil Detection using PCA and Hough Transform
JO - Journal of The Korea Society of Computer and Information
PY - 2017
VL - 22
IS - 2
PB - The Korean Society Of Computer And Information
SP - 21
EP - 27
SN - 1598-849X
AB - In this paper, we propose a pupil detection method using PCA(principal component analysis) and Hough transform. To reduce error to detect eyebrows as pupil, eyebrows are detected using projection function in eye region and eye region is set to not include the eyebrows. In the eye region, pupil candidates are detected using rank order filter. False candidates are removed by using symmetry. The pupil candidates are grouped into pairs based on geometric constraints. A similarity measure is obtained for two eye of each pair using PCA and hough transform, we select a pair with the smallest similarity measure as final two pupils. The experiments have been performed for 1000 images of the BioID face database. The results show that it achieves the higher detection rate than existing method.
KW - Pupil detection;PCA;Hough transform;Symmetry
DO - 10.9708/jksci.2017.22.02.021
ER -

Kyung-Shik Jang. (2017). Pupil Detection using PCA and Hough Transform. Journal of The Korea Society of Computer and Information, 22(2), 21-27.

Kyung-Shik Jang. 2017, "Pupil Detection using PCA and Hough Transform", Journal of The Korea Society of Computer and Information, vol.22, no.2 pp.21-27. Available from: doi:10.9708/jksci.2017.22.02.021

Kyung-Shik Jang "Pupil Detection using PCA and Hough Transform" Journal of The Korea Society of Computer and Information 22.2 pp.21-27 (2017) : 21.

Kyung-Shik Jang. Pupil Detection using PCA and Hough Transform. 2017; 22(2), 21-27. Available from: doi:10.9708/jksci.2017.22.02.021

Kyung-Shik Jang. "Pupil Detection using PCA and Hough Transform" Journal of The Korea Society of Computer and Information 22, no.2 (2017) : 21-27.doi: 10.9708/jksci.2017.22.02.021

Kyung-Shik Jang. Pupil Detection using PCA and Hough Transform. Journal of The Korea Society of Computer and Information, 22(2), 21-27. doi: 10.9708/jksci.2017.22.02.021

Kyung-Shik Jang. Pupil Detection using PCA and Hough Transform. Journal of The Korea Society of Computer and Information. 2017; 22(2) 21-27. doi: 10.9708/jksci.2017.22.02.021

Kyung-Shik Jang. Pupil Detection using PCA and Hough Transform. 2017; 22(2), 21-27. Available from: doi:10.9708/jksci.2017.22.02.021

Kyung-Shik Jang. "Pupil Detection using PCA and Hough Transform" Journal of The Korea Society of Computer and Information 22, no.2 (2017) : 21-27.doi: 10.9708/jksci.2017.22.02.021